{"id":"W307694382","doi":"10.1007/978-3-319-06680-6_7","title":"Practical Issues for Implementation of Online Dynamic Security Assessment Systems","year":2014,"lang":"en","type":"book-chapter","venue":"Power electronics and power systems","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Hydro (Canada); Powertech Labs (Canada)","funders":"","keywords":"Computer science; Dynamic assessment; Online assessment; Systems engineering; Computer security; Engineering management; Risk analysis (engineering); Engineering; Business; Formative assessment; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009532793,0.0005964115,0.001205352,0.0001665822,0.00007390416,0.000120979,0.0002159295,0.0005224202,0.00003539513],"category_scores_gemma":[0.00001797443,0.0005745085,0.0002237165,0.00004101305,0.00006822256,0.0001117548,0.00005508959,0.0005333868,0.00000737205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004622937,"about_ca_system_score_gemma":0.0002384589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009487793,"about_ca_topic_score_gemma":0.0002093977,"domain_scores_codex":[0.997106,0.00006659087,0.001190571,0.0005531073,0.0004467729,0.0006369129],"domain_scores_gemma":[0.9981845,0.0002145747,0.0004851826,0.0006258683,0.0003329139,0.0001569829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004248759,0.00005332401,0.00003643208,0.005791797,0.001000371,0.000006619007,0.0005100058,0.0003039215,0.0002339966,0.9710134,0.02074024,0.0002673622],"study_design_scores_gemma":[0.0007062129,0.0007977772,0.00002627129,0.0007518308,0.0001927615,0.00008199787,0.0003314253,0.02138493,0.00002475429,0.001452947,0.9735312,0.0007178952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006333688,0.263844,0.4850801,0.00156337,0.03002285,0.01903492,0.008515832,0.001558059,0.1840472],"genre_scores_gemma":[0.9790408,0.003217968,0.0002173407,0.00001878764,0.0001386451,0.0001754266,0.0003387033,0.0001927619,0.01665954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9727072,"threshold_uncertainty_score":0.9996706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009212473532152066,"score_gpt":0.3030634357550883,"score_spread":0.2938509622229363,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}